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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1581–1590 of 2177 papers

Title	Date	Tasks	Status	Hype
Greedy Gradient Ensemble for Robust Visual Question Answering	Jul 27, 2021	Question AnsweringVisual Question Answering	CodeCode Available	1
X-GGM: Graph Generative Modeling for Out-of-Distribution Generalization in Visual Question Answering	Jul 24, 2021	AttributeOut-of-Distribution Generalization	CodeCode Available	0
Separating Skills and Concepts for Novel Visual Question Answering	Jul 19, 2021	AttributeContrastive Learning	CodeCode Available	1
How Much Can CLIP Benefit Vision-and-Language Tasks?	Jul 13, 2021	Question AnsweringVision and Language Navigation	CodeCode Available	1
Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering	Jul 13, 2021	NavigateQuestion Answering	CodeCode Available	1
Zero-shot Visual Question Answering using Knowledge Graph	Jul 12, 2021	Knowledge GraphsQuestion Answering	CodeCode Available	1
MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering	Jul 7, 2021	Medical Visual Question AnsweringMissing Labels	—Unverified	0
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering	Jul 6, 2021	Active LearningObject Recognition	CodeCode Available	1
Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory	Jul 4, 2021	Question AnsweringScene Understanding	CodeCode Available	0
Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs	Jun 28, 2021	Question AnsweringTask 2	—Unverified	0

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All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified